Named Entity Recognition

Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024 CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval EMNLP 2024 DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024 DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024 Dataset of Quotation Attribution in German News Articles COLING 2024 DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER EMNLP 2024 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024 Deep Learning Based Named Entity Recognition Models for Recipes COLING 2024 Deidentifying a Norwegian Clinical Corpus - an Effort to Create a Privacy-preserving Norwegian Large Clinical Language Model EACL 2024 Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification COLING 2024 Designing Informative Metrics for Few-Shot Example Selection ACL 2024 Detecting Personal Identifiable Information in Swedish Learner Essays EACL 2024 Development of Robust NER Models and Named Entity Tagsets for Ancient Greek COLING 2024 DiaSet: An Annotated Dataset of Arabic Conversations COLING 2024 Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations EACL 2024 DiFiNet: Boundary-Aware Semantic Differentiation and Filtration Network for Nested Named Entity Recognition ACL 2024 Discrepancy and Uncertainty Aware Denoising Knowledge Distillation for Zero-Shot Cross-Lingual Named Entity Recognition AAAI 2024 Distantly-Supervised Joint Extraction with Noise-Robust Learning ACL 2024 Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024 DRU at WojoodNER 2024: ICL LLM for Arabic NER ACL 2024 Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024 ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition COLING 2024 Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024 Enhancing Distantly Supervised Named Entity Recognition with Strong Label Guided Lottery Training COLING 2024